The Automatic Scientist will be a Data System
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1. VISION: AUTOMATIC SCIENTIST For thousands of years science happens in a rather manual way. Mathematics, engineering and computer science provide the means to automate some of the laborious tasks that have to do with computation, data collection and management, and to some degree predictability. As scientific fields grow more mature, though, and scientists over-specialize a new problem appears that has to do with the core of the scientific process rather with the supporting steps.
[1] Christopher Ré,et al. Brainwash: A Data System for Feature Engineering , 2013, CIDR.
[2] Peter J. Haas,et al. Predicting Future Scientific Discoveries Based on a Networked Analysis of the Past Literature , 2015, KDD.
[3] References , 1971 .